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Data Mining with Decision Trees: Theory and Applications (Second Edition) (Machine Perception and Artificial Intelligence) Ed 2 free ebook download

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Computer Science

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Author(s):	ODED Z MAIMON

Date:	2021	Format:	pdf	Language:	English	ISBN/ASIN:	981459007X
Pages:	330	OCR:		Quality:		ISBN13:
Uploader:	alex21s	Upload Date:	6/16/2022 2:15:42 PM

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Decision trees have become one of the most powerful and popular approaches in knowledge discovery and data mining  it is the science of exploring large and complex bodies of data in order to discover useful patterns. Decision tree learning continues to evolve over time. Existing methods are constantly being improved and new methods introduced.
This 2nd Edition is dedicated entirely to the field of decision trees in data mining  to cover all aspects of this important technique, as well as improved or new methods and techniques developed after the publication of our first edition. In this new edition, all chapters have been revised and new topics brought in. New topics include Cost-Sensitive Active Learning, Learning with Uncertain and Imbalanced Data, Using Decision Trees beyond Classification Tasks, Privacy Preserving Decision Tree Learning, Lessons Learned from Comparative Studies, and Learning Decision Trees for Big Data. A walk-through guide to existing open-source data mining software is also included in this edition.
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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3128849	Book	https://florenfile.com/ty7vsqcehflq/9814...		0.00	alex21s

Tags: Applications Artificial Data Decision Intelligence Machine Mining Perception Theory Trees

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Data Mining with Decision Trees: Theory and Applications (Second Edition) (Machine Perception and Artificial Intelligence) Ed 2 free ebook download

Category: Computer Science

Description: Click to see full description

Category:
Computer Science